Browse State-of-the-Art › Data Compression › Papers, page 3
Data Compression
Papers archive 2025-07-28
archive papers tagged: 459 · with a code link: 131 · where Syntology ran a sample: 33 (32 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (33 of 459 tagged: 32 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)
Page 3 of 5: papers 201 to 300 of 459, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Neural-based Video Compression on Solar Dynamics Observatory Images12 Jul 2024 0 repositories listed
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CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data11 Jul 2024 0 repositories listed
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Using Low-Discrepancy Points for Data Compression in Machine Learning: An Experimental Comparison10 Jul 2024 0 repositories listed
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KeyVideoLLM: Towards Large-scale Video Keyframe Selection3 Jul 2024 0 repositories listed
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An AI-based, Error-bounded Compression Scheme for High-frequency Power Quality Disturbance Data1 Jul 2024 0 repositories listed
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Measuring Sample Importance in Data Pruning for Language Models based on Information Entropy20 Jun 2024 0 repositories listed
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Ranking LLMs by compression20 Jun 2024 0 repositories listed
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Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution18 Jun 2024 0 repositories listed
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Deep Generative Modeling Reshapes Compression and Transmission: From Efficiency to Resiliency10 Jun 2024 0 repositories listed
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SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing24 May 2024 0 repositories listed
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Sparse L¹-Autoencoders for Scientific Data Compression23 May 2024 0 repositories listed
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"Turing Tests" For An AI Scientist22 May 2024 0 repositories listed
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Efficient Learned Wavelet Image and Video Coding21 May 2024 0 repositories listed
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Effective In-Context Example Selection through Data Compression19 May 2024 0 repositories listed
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Goal-oriented compression for Lₚ-norm-type goal functions: Application to power consumption scheduling13 May 2024 0 repositories listed
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Some Notes on the Sample Complexity of Approximate Channel Simulation7 May 2024 0 repositories listed
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PointCompress3D: A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems2 May 2024 0 repositories listed
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Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression28 Apr 2024 0 repositories listed
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Quantization of Large Language Models with an Overdetermined Basis15 Apr 2024 0 repositories listed
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A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding14 Apr 2024 0 repositories listed
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Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey9 Apr 2024 0 repositories listed
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Power-Efficient Image Storage: Leveraging Super Resolution Generative Adversarial Network for Sustainable Compression and Reduced Carbon Footprint6 Apr 2024 0 repositories listed
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Optimizing traffic signs and lights visibility for the teleoperation of autonomous vehicles through ROI compression3 Apr 2024 0 repositories listed
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Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data27 Mar 2024 0 repositories listed
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Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets23 Mar 2024 0 repositories listed
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Application of Tensorized Neural Networks for Cloud Classification21 Mar 2024 0 repositories listed
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Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies11 Mar 2024 0 repositories listed
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Probing Image Compression For Class-Incremental Learning10 Mar 2024 0 repositories listed
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On the Compressibility of Quantized Large Language Models3 Mar 2024 0 repositories listed
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Towards Optimal Learning of Language Models27 Feb 2024 0 repositories listed
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Distortion-Controlled Dithering with Reduced Recompression Rate26 Feb 2024 0 repositories listed
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Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage23 Feb 2024 0 repositories listed
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Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth7 Feb 2024 0 repositories listed
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Generative Visual Compression: A Review3 Feb 2024 0 repositories listed
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Conditional Neural Video Coding with Spatial-Temporal Super-Resolution25 Jan 2024 0 repositories listed
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Depth Over RGB: Automatic Evaluation of Open Surgery Skills Using Depth Camera18 Jan 2024 0 repositories listed
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Memory Efficient Corner Detection for Event-driven Dynamic Vision Sensors18 Jan 2024 0 repositories listed
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MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring11 Jan 2024 0 repositories listed
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Transformer Masked Autoencoders for Next-Generation Wireless Communications: Architecture and Opportunities11 Jan 2024 0 repositories listed
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Spatiotemporally adaptive compression for scientific dataset with feature preservation -- a case study on simulation data with extreme climate events analysis6 Jan 2024 0 repositories listed
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FFCA-Net: Stereo Image Compression via Fast Cascade Alignment of Side Information28 Dec 2023 0 repositories listed
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On Robust Wasserstein Barycenter: The Model and Algorithm25 Dec 2023 0 repositories listed
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IntraSeismic: a coordinate-based learning approach to seismic inversion17 Dec 2023 0 repositories listed
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Towards Neuromorphic Compression based Neural Sensing for Next-Generation Wireless Implantable Brain Machine Interface15 Dec 2023 0 repositories listed
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Explainable Trajectory Representation through Dictionary Learning13 Dec 2023 0 repositories listed
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Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data11 Dec 2023 0 repositories listed
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MoEC: Mixture of Experts Implicit Neural Compression3 Dec 2023 0 repositories listed
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Learning from similar systems and online data-driven LQR using iterative randomised data compression22 Nov 2023 0 repositories listed
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AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel Training10 Nov 2023 0 repositories listed
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Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression8 Nov 2023 0 repositories listed
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SimBIG: Field-level Simulation-Based Inference of Galaxy Clustering23 Oct 2023 0 repositories listed
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A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression4 Oct 2023 0 repositories listed
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ECNR: Efficient Compressive Neural Representation of Time-Varying Volumetric Datasets2 Oct 2023 0 repositories listed
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Context-Aware Neural Video Compression on Solar Dynamics Observatory19 Sep 2023 0 repositories listed
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Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization18 Sep 2023 0 repositories listed
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Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer15 Sep 2023 0 repositories listed
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Bandwidth-efficient Inference for Neural Image Compression6 Sep 2023 0 repositories listed
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SymED: Adaptive and Online Symbolic Representation of Data on the Edge6 Sep 2023 0 repositories listed
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Streaming Compression of Scientific Data via weak-SINDy29 Aug 2023 0 repositories listed
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Approximating Human-Like Few-shot Learning with GPT-based Compression14 Aug 2023 0 repositories listed
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Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection10 Jul 2023 0 repositories listed
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Invertible Low-Dimensional Modelling of X-ray Absorption Spectra for Potential Applications in Spectral X-ray Imaging10 Jul 2023 0 repositories listed
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LeCo: Lightweight Compression via Learning Serial Correlations27 Jun 2023 0 repositories listed
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Sparse wavelet-based solutions for the M/EEG inverse problem27 Jun 2023 0 repositories listed
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SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera25 Jun 2023 0 repositories listed
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Samplet basis pursuit: Multiresolution scattered data approximation with sparsity constraints16 Jun 2023 0 repositories listed
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Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC7 Jun 2023 0 repositories listed
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Reinforcement Learning with Simple Sequence Priors26 May 2023 0 repositories listed
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Universal Weak Coreset26 May 2023 0 repositories listed
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Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces18 May 2023 0 repositories listed
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Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization4 May 2023 0 repositories listed
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Advanced Medical Image Representation for Efficient Processing and Transfer in Multisite Clouds29 Apr 2023 0 repositories listed
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Accelerate Support Vector Clustering via Spectrum-Preserving Data Compression19 Apr 2023 0 repositories listed
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Crossword: A Semantic Approach to Data Compression via Masking3 Apr 2023 0 repositories listed
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SnakeVoxFormer: Transformer-based Single Image Voxel Reconstruction with Run Length Encoding28 Mar 2023 0 repositories listed
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Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures25 Mar 2023 0 repositories listed
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Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation15 Mar 2023 0 repositories listed
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Fast Trajectory End-Point Prediction with Event Cameras for Reactive Robot Control27 Feb 2023 0 repositories listed
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Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme27 Feb 2023 0 repositories listed
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Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory22 Feb 2023 0 repositories listed
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Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy19 Feb 2023 0 repositories listed
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Graph-Based Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data3 Feb 2023 0 repositories listed
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Modality-Agnostic Variational Compression of Implicit Neural Representations23 Jan 2023 0 repositories listed
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An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA17 Jan 2023 0 repositories listed
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Graph-based compensated wavelet lifting for 3-D+t medical CT data12 Jan 2023 0 repositories listed
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Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods27 Dec 2022 0 repositories listed
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GeneFormer: Learned Gene Compression using Transformer-based Context Modeling16 Dec 2022 0 repositories listed
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Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration27 Nov 2022 0 repositories listed
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CNeRV: Content-adaptive Neural Representation for Visual Data18 Nov 2022 0 repositories listed
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Dynamic Predictive Sampling Analog to Digital Converter for Sparse Signal Sensing17 Nov 2022 0 repositories listed
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Fully Digital Second-order Level-crossing Sampling ADC for Data Saving in Sensing Sparse Signals17 Nov 2022 0 repositories listed
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Goal-Oriented Communications for the IoT and Application to Data Compression10 Nov 2022 0 repositories listed
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Efficient Compressed Ratio Estimation Using Online Sequential Learning for Edge Computing8 Nov 2022 0 repositories listed
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Spiking sampling network for image sparse representation and dynamic vision sensor data compression8 Nov 2022 0 repositories listed
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Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach3 Nov 2022 0 repositories listed
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A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network27 Oct 2022 0 repositories listed
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Multi-rate adaptive transform coding for video compression25 Oct 2022 0 repositories listed
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Are Deep Sequence Classifiers Good at Non-Trivial Generalization?24 Oct 2022 0 repositories listed
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Compressive Sensing of ECG Signals using Plug-and-Play Regularization15 Oct 2022 0 repositories listed
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GOLLIC: Learning Global Context beyond Patches for Lossless High-Resolution Image Compression7 Oct 2022 0 repositories listed